Dataset statistics
| Number of variables | 43 |
|---|---|
| Number of observations | 827 |
| Missing cells | 15311 |
| Missing cells (%) | 43.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 244.0 KiB |
| Average record size in memory | 302.2 B |
Variable types
| Numeric | 18 |
|---|---|
| DateTime | 1 |
| Categorical | 9 |
| Boolean | 15 |
aptt has a high cardinality: 152 distinct values | High cardinality |
fibrinogen has a high cardinality: 117 distinct values | High cardinality |
haematocrit_percent is highly correlated with hemoglobin | High correlation |
hemoglobin is highly correlated with haematocrit_percent | High correlation |
day_from_enrolment is highly correlated with day_from_admission | High correlation |
day_from_admission is highly correlated with day_from_enrolment | High correlation |
age has 26 (3.1%) missing values | Missing |
albumin has 789 (95.4%) missing values | Missing |
alt has 766 (92.6%) missing values | Missing |
aptt has 237 (28.7%) missing values | Missing |
ast has 766 (92.6%) missing values | Missing |
bleeding has 339 (41.0%) missing values | Missing |
bleeding_vaginal has 348 (42.1%) missing values | Missing |
creatinine has 783 (94.7%) missing values | Missing |
echymose has 715 (86.5%) missing values | Missing |
echymosis has 739 (89.4%) missing values | Missing |
event_serology has 652 (78.8%) missing values | Missing |
fibrinogen has 237 (28.7%) missing values | Missing |
gender has 26 (3.1%) missing values | Missing |
haematocrit_percent has 265 (32.0%) missing values | Missing |
hematemesis has 715 (86.5%) missing values | Missing |
hematoma has 715 (86.5%) missing values | Missing |
hemoglobin has 266 (32.2%) missing values | Missing |
igg has 654 (79.1%) missing values | Missing |
igg_interpretation has 654 (79.1%) missing values | Missing |
igm has 652 (78.8%) missing values | Missing |
igm_interpretation has 652 (78.8%) missing values | Missing |
lymphocytes_percent has 267 (32.3%) missing values | Missing |
meche has 715 (86.5%) missing values | Missing |
melaena has 715 (86.5%) missing values | Missing |
neutrophils_percent has 266 (32.2%) missing values | Missing |
pcr_dengue_load has 713 (86.2%) missing values | Missing |
pcr_dengue_serotype has 17 (2.1%) missing values | Missing |
plt has 241 (29.1%) missing values | Missing |
pt has 262 (31.7%) missing values | Missing |
serology_interpretation has 757 (91.5%) missing values | Missing |
wbc has 266 (32.2%) missing values | Missing |
weight has 37 (4.5%) missing values | Missing |
day_from_enrolment has 26 (3.1%) missing values | Missing |
day_from_admission has 26 (3.1%) missing values | Missing |
day_from_enrolment has 88 (10.6%) zeros | Zeros |
day_from_admission has 88 (10.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-12 10:51:24.273308 |
|---|---|
| Analysis finished | 2021-02-12 10:51:55.987013 |
| Duration | 31.71 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
study_no
Real number (ℝ≥0)
| Distinct | 112 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.86094317 |
|---|---|
| Minimum | 1 |
| Maximum | 225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 28.5 |
| median | 72 |
| Q3 | 154 |
| 95-th percentile | 191 |
| Maximum | 225 |
| Range | 224 |
| Interquartile range (IQR) | 125.5 |
Descriptive statistics
| Standard deviation | 63.94259124 |
|---|---|
| Coefficient of variation (CV) | 0.7534984747 |
| Kurtosis | -1.134883981 |
| Mean | 84.86094317 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 0.4867513233 |
| Sum | 70180 |
| Variance | 4088.654974 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) |
| 80 | 16 | 1.9% |
| 161 | 15 | 1.8% |
| 83 | 14 | 1.7% |
| 72 | 13 | 1.6% |
| 159 | 13 | 1.6% |
| 77 | 12 | 1.5% |
| 61 | 12 | 1.5% |
| 30 | 11 | 1.3% |
| 74 | 11 | 1.3% |
| 73 | 11 | 1.3% |
| Other values (102) | 699 |
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 2 | 9 | |
| 3 | 11 | |
| 4 | 3 | 0.4% |
| 5 | 9 |
| Value | Count | Frequency (%) |
| 225 | 1 | |
| 224 | 1 | |
| 223 | 1 | |
| 222 | 1 | |
| 221 | 1 |
date
Date
| Distinct | 211 |
|---|---|
| Distinct (%) | 25.7% |
| Missing | 7 |
| Missing (%) | 0.8% |
| Memory size | 6.6 KiB |
| Minimum | 2010-06-12 00:00:00 |
|---|---|
| Maximum | 2012-04-04 00:00:00 |
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 26 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.85892634 |
|---|---|
| Minimum | 12 |
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 16 |
| median | 18 |
| Q3 | 23 |
| 95-th percentile | 25 |
| Maximum | 25 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.985451461 |
|---|---|
| Coefficient of variation (CV) | 0.2113297114 |
| Kurtosis | -1.218488173 |
| Mean | 18.85892634 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.03882150443 |
| Sum | 15106 |
| Variance | 15.88382335 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 120 | |
| 16 | 109 | |
| 25 | 74 | |
| 23 | 72 | |
| 24 | 70 | |
| 14 | 56 | |
| 13 | 49 | 5.9% |
| 22 | 49 | 5.9% |
| 17 | 39 | 4.7% |
| 21 | 37 | 4.5% |
| Other values (4) | 126 |
| Value | Count | Frequency (%) |
| 12 | 34 | 4.1% |
| 13 | 49 | |
| 14 | 56 | |
| 15 | 28 | 3.4% |
| 16 | 109 |
| Value | Count | Frequency (%) |
| 25 | 74 | |
| 24 | 70 | |
| 23 | 72 | |
| 22 | 49 | |
| 21 | 37 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 789 |
| Missing (%) | 95.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.43421053 |
|---|---|
| Minimum | 18.3 |
| Maximum | 42.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 18.3 |
|---|---|
| 5-th percentile | 20.995 |
| Q1 | 27.1 |
| median | 32.45 |
| Q3 | 37.25 |
| 95-th percentile | 40.26 |
| Maximum | 42.3 |
| Range | 24 |
| Interquartile range (IQR) | 10.15 |
Descriptive statistics
| Standard deviation | 6.626412193 |
|---|---|
| Coefficient of variation (CV) | 0.2108025645 |
| Kurtosis | -0.9974062732 |
| Mean | 31.43421053 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | -0.3016566273 |
| Sum | 1194.5 |
| Variance | 43.90933855 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.1 | 3 | 0.4% |
| 37.3 | 2 | 0.2% |
| 27.8 | 2 | 0.2% |
| 24.7 | 2 | 0.2% |
| 27.4 | 1 | 0.1% |
| 39.8 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 30.1 | 1 | 0.1% |
| 31.2 | 1 | 0.1% |
| 36.3 | 1 | 0.1% |
| Other values (23) | 23 | 2.8% |
| (Missing) | 789 |
| Value | Count | Frequency (%) |
| 18.3 | 1 | 0.1% |
| 20.4 | 1 | 0.1% |
| 21.1 | 3 | |
| 22.8 | 1 | 0.1% |
| 24.7 | 2 |
| Value | Count | Frequency (%) |
| 42.3 | 1 | |
| 40.6 | 1 | |
| 40.2 | 1 | |
| 39.8 | 1 | |
| 39 | 1 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 766 |
| Missing (%) | 92.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 185.5409836 |
|---|---|
| Minimum | 10 |
| Maximum | 1414 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 35 |
| median | 86 |
| Q3 | 172 |
| 95-th percentile | 635 |
| Maximum | 1414 |
| Range | 1404 |
| Interquartile range (IQR) | 137 |
Descriptive statistics
| Standard deviation | 282.6606077 |
|---|---|
| Coefficient of variation (CV) | 1.523440278 |
| Kurtosis | 10.26389794 |
| Mean | 185.5409836 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | 3.059797111 |
| Sum | 11318 |
| Variance | 79897.01913 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 137 | 2 | 0.2% |
| 27 | 2 | 0.2% |
| 21 | 2 | 0.2% |
| 61 | 2 | 0.2% |
| 85 | 2 | 0.2% |
| 259 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 291 | 1 | 0.1% |
| 102 | 1 | 0.1% |
| Other values (46) | 46 | 5.6% |
| (Missing) | 766 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 18 | 1 | |
| 20 | 1 |
| Value | Count | Frequency (%) |
| 1414 | 1 | |
| 1391 | 1 | |
| 777 | 1 | |
| 635 | 1 | |
| 623 | 1 |
| Distinct | 152 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 237 |
| Missing (%) | 28.7% |
| Memory size | 6.6 KiB |
| 38.1 | 8 |
|---|---|
| 35.9 | 5 |
| 36.1 | 4 |
| 36.8 | 4 |
| Other values (147) |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 2.261016949 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1334 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 84 ? |
|---|---|
| Unique (%) | 14.2% |
Sample
| 1st row | |
|---|---|
| 2nd row | 33.2 |
| 3rd row | |
| 4th row | 36.2 |
| 5th row |
| Value | Count | Frequency (%) |
| 335 | ||
| 38.1 | 8 | 1.0% |
| 35.9 | 5 | 0.6% |
| 36.1 | 4 | 0.5% |
| 36.8 | 4 | 0.5% |
| 32 | 4 | 0.5% |
| 32.8 | 4 | 0.5% |
| 35.5 | 4 | 0.5% |
| 29.6 | 4 | 0.5% |
| 36.4 | 3 | 0.4% |
| Other values (142) | 215 | |
| (Missing) | 237 |
| Value | Count | Frequency (%) |
| 38.1 | 8 | 3.1% |
| 35.9 | 5 | 2.0% |
| 29.6 | 4 | 1.6% |
| 36.1 | 4 | 1.6% |
| 32 | 4 | 1.6% |
| 36.8 | 4 | 1.6% |
| 35.5 | 4 | 1.6% |
| 32.8 | 4 | 1.6% |
| 38.4 | 3 | 1.2% |
| 34.9 | 3 | 1.2% |
| Other values (139) | 212 |
Most occurring characters
| Value | Count | Frequency (%) |
| 337 | ||
| . | 238 | |
| 3 | 211 | |
| 4 | 97 | 7.3% |
| 2 | 76 | 5.7% |
| 5 | 72 | 5.4% |
| 6 | 62 | 4.6% |
| 9 | 59 | 4.4% |
| 1 | 58 | 4.3% |
| 8 | 48 | 3.6% |
| Other values (3) | 76 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 757 | |
| Space Separator | 337 | |
| Other Punctuation | 240 | 18.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 3 | 211 | |
| 4 | 97 | |
| 2 | 76 | 10.0% |
| 5 | 72 | 9.5% |
| 6 | 62 | 8.2% |
| 9 | 59 | 7.8% |
| 1 | 58 | 7.7% |
| 8 | 48 | 6.3% |
| 7 | 39 | 5.2% |
| 0 | 35 | 4.6% |
| Value | Count | Frequency (%) |
| . | 238 | |
| , | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 337 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1334 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 337 | ||
| . | 238 | |
| 3 | 211 | |
| 4 | 97 | 7.3% |
| 2 | 76 | 5.7% |
| 5 | 72 | 5.4% |
| 6 | 62 | 4.6% |
| 9 | 59 | 4.4% |
| 1 | 58 | 4.3% |
| 8 | 48 | 3.6% |
| Other values (3) | 76 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1334 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 337 | ||
| . | 238 | |
| 3 | 211 | |
| 4 | 97 | 7.3% |
| 2 | 76 | 5.7% |
| 5 | 72 | 5.4% |
| 6 | 62 | 4.6% |
| 9 | 59 | 4.4% |
| 1 | 58 | 4.3% |
| 8 | 48 | 3.6% |
| Other values (3) | 76 | 5.7% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 766 |
| Missing (%) | 92.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 463.3278689 |
|---|---|
| Minimum | 14 |
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 69 |
| median | 162 |
| Q3 | 348 |
| 95-th percentile | 1187 |
| Maximum | 9999 |
| Range | 9985 |
| Interquartile range (IQR) | 279 |
Descriptive statistics
| Standard deviation | 1348.666659 |
|---|---|
| Coefficient of variation (CV) | 2.91082568 |
| Kurtosis | 43.33119985 |
| Mean | 463.3278689 |
| Median Absolute Deviation (MAD) | 112 |
| Skewness | 6.292571635 |
| Sum | 28263 |
| Variance | 1818901.757 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 2 | 0.2% |
| 2329 | 1 | 0.1% |
| 168 | 1 | 0.1% |
| 69 | 1 | 0.1% |
| 368 | 1 | 0.1% |
| 348 | 1 | 0.1% |
| 283 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 108 | 1 | 0.1% |
| 218 | 1 | 0.1% |
| Other values (50) | 50 | 6.0% |
| (Missing) | 766 |
| Value | Count | Frequency (%) |
| 14 | 1 | |
| 15 | 1 | |
| 21 | 1 | |
| 23 | 1 | |
| 26 | 1 |
| Value | Count | Frequency (%) |
| 9999 | 1 | |
| 3336 | 1 | |
| 2329 | 1 | |
| 1187 | 1 | |
| 1081 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 339 |
| Missing (%) | 41.0% |
| Memory size | 6.6 KiB |
| True | |
|---|---|
| False | |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 365 | |
| False | 123 | 14.9% |
| (Missing) | 339 |
bleeding_gum
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 955.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 716 | |
| True | 111 | 13.4% |
bleeding_nose
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 955.0 B |
| False | |
|---|---|
| True | 69 |
| Value | Count | Frequency (%) |
| False | 758 | |
| True | 69 | 8.3% |
bleeding_severity
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.6 KiB |
| nan | |
|---|---|
| 1.0 | 35 |
| 3.0 | 25 |
| 2.0 | 21 |
| 4.0 | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2481 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | 3.0 |
| Value | Count | Frequency (%) |
| nan | 739 | |
| 1.0 | 35 | 4.2% |
| 3.0 | 25 | 3.0% |
| 2.0 | 21 | 2.5% |
| 4.0 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| nan | 739 | |
| 1.0 | 35 | 4.2% |
| 3.0 | 25 | 3.0% |
| 2.0 | 21 | 2.5% |
| 4.0 | 7 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1478 | |
| a | 739 | |
| . | 88 | 3.5% |
| 0 | 88 | 3.5% |
| 1 | 35 | 1.4% |
| 3 | 25 | 1.0% |
| 2 | 21 | 0.8% |
| 4 | 7 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2217 | |
| Decimal Number | 176 | 7.1% |
| Other Punctuation | 88 | 3.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 88 | |
| 1 | 35 | 19.9% |
| 3 | 25 | 14.2% |
| 2 | 21 | 11.9% |
| 4 | 7 | 4.0% |
| Value | Count | Frequency (%) |
| n | 1478 | |
| a | 739 |
| Value | Count | Frequency (%) |
| . | 88 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2217 | |
| Common | 264 | 10.6% |
Most frequent character per script
| Value | Count | Frequency (%) |
| . | 88 | |
| 0 | 88 | |
| 1 | 35 | 13.3% |
| 3 | 25 | 9.5% |
| 2 | 21 | 8.0% |
| 4 | 7 | 2.7% |
| Value | Count | Frequency (%) |
| n | 1478 | |
| a | 739 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2481 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 1478 | |
| a | 739 | |
| . | 88 | 3.5% |
| 0 | 88 | 3.5% |
| 1 | 35 | 1.4% |
| 3 | 25 | 1.0% |
| 2 | 21 | 0.8% |
| 4 | 7 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 348 |
| Missing (%) | 42.1% |
| Memory size | 6.6 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 340 | |
| True | 139 | 16.8% |
| (Missing) | 348 |
bruising
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 955.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 493 | |
| True | 334 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 783 |
| Missing (%) | 94.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.02272727 |
|---|---|
| Minimum | 41 |
| Maximum | 160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 41 |
|---|---|
| 5-th percentile | 51.6 |
| Q1 | 65.5 |
| median | 79.5 |
| Q3 | 89.5 |
| 95-th percentile | 136 |
| Maximum | 160 |
| Range | 119 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 24.92452667 |
|---|---|
| Coefficient of variation (CV) | 0.3076238915 |
| Kurtosis | 2.517919835 |
| Mean | 81.02272727 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 1.364861049 |
| Sum | 3565 |
| Variance | 621.2320296 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 81 | 3 | 0.4% |
| 74 | 3 | 0.4% |
| 91 | 2 | 0.2% |
| 88 | 2 | 0.2% |
| 79 | 2 | 0.2% |
| 59 | 2 | 0.2% |
| 69 | 2 | 0.2% |
| 87 | 2 | 0.2% |
| 66 | 2 | 0.2% |
| 62 | 1 | 0.1% |
| Other values (23) | 23 | 2.8% |
| (Missing) | 783 |
| Value | Count | Frequency (%) |
| 41 | 1 | |
| 46 | 1 | |
| 51 | 1 | |
| 55 | 1 | |
| 56 | 1 |
| Value | Count | Frequency (%) |
| 160 | 1 | |
| 150 | 1 | |
| 139 | 1 | |
| 119 | 1 | |
| 108 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 715 |
| Missing (%) | 86.5% |
| Memory size | 6.6 KiB |
| False | |
|---|---|
| True | 3 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 109 | 13.2% |
| True | 3 | 0.4% |
| (Missing) | 715 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 739 |
| Missing (%) | 89.4% |
| Memory size | 6.6 KiB |
| False | |
|---|---|
| True | 3 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 85 | 10.3% |
| True | 3 | 0.4% |
| (Missing) | 739 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 652 |
| Missing (%) | 78.8% |
| Memory size | 6.6 KiB |
| True | |
|---|---|
| False | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 174 | 21.0% |
| False | 1 | 0.1% |
| (Missing) | 652 |
| Distinct | 117 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 237 |
| Missing (%) | 28.7% |
| Memory size | 6.6 KiB |
| 3.7 | 13 |
|---|---|
| 4.5 | 12 |
| 3.6 | 10 |
| 3.9 | 10 |
| Other values (112) |
Length
| Max length | 18 |
|---|---|
| Median length | 1 |
| Mean length | 2.306779661 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1361 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 77 ? |
|---|---|
| Unique (%) | 13.1% |
Sample
| 1st row | |
|---|---|
| 2nd row | 4 |
| 3rd row | |
| 4th row | 3.7 |
| 5th row |
| Value | Count | Frequency (%) |
| 335 | ||
| 3.7 | 13 | 1.6% |
| 4.5 | 12 | 1.5% |
| 3.6 | 10 | 1.2% |
| 3.9 | 10 | 1.2% |
| 4.1 | 9 | 1.1% |
| 3.5 | 9 | 1.1% |
| 4.2 | 7 | 0.8% |
| 2.9 | 7 | 0.8% |
| 4.4 | 6 | 0.7% |
| Other values (107) | 172 | |
| (Missing) | 237 |
| Value | Count | Frequency (%) |
| 3.7 | 14 | 5.5% |
| 4.5 | 12 | 4.7% |
| 3.6 | 10 | 3.9% |
| 3.9 | 10 | 3.9% |
| 3.5 | 9 | 3.5% |
| 4.1 | 9 | 3.5% |
| 2.9 | 7 | 2.7% |
| 4.2 | 7 | 2.7% |
| 3.8 | 6 | 2.4% |
| 4.6 | 6 | 2.4% |
| Other values (105) | 165 |
Most occurring characters
| Value | Count | Frequency (%) |
| 337 | ||
| . | 245 | |
| 9 | 134 | 9.8% |
| 3 | 113 | 8.3% |
| 4 | 110 | 8.1% |
| 0 | 94 | 6.9% |
| 5 | 80 | 5.9% |
| 2 | 69 | 5.1% |
| 7 | 47 | 3.5% |
| 6 | 47 | 3.5% |
| Other values (3) | 85 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 777 | |
| Space Separator | 337 | |
| Other Punctuation | 247 | 18.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 9 | 134 | |
| 3 | 113 | |
| 4 | 110 | |
| 0 | 94 | |
| 5 | 80 | |
| 2 | 69 | |
| 7 | 47 | 6.0% |
| 6 | 47 | 6.0% |
| 1 | 47 | 6.0% |
| 8 | 36 | 4.6% |
| Value | Count | Frequency (%) |
| . | 245 | |
| , | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 337 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1361 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 337 | ||
| . | 245 | |
| 9 | 134 | 9.8% |
| 3 | 113 | 8.3% |
| 4 | 110 | 8.1% |
| 0 | 94 | 6.9% |
| 5 | 80 | 5.9% |
| 2 | 69 | 5.1% |
| 7 | 47 | 3.5% |
| 6 | 47 | 3.5% |
| Other values (3) | 85 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1361 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 337 | ||
| . | 245 | |
| 9 | 134 | 9.8% |
| 3 | 113 | 8.3% |
| 4 | 110 | 8.1% |
| 0 | 94 | 6.9% |
| 5 | 80 | 5.9% |
| 2 | 69 | 5.1% |
| 7 | 47 | 3.5% |
| 6 | 47 | 3.5% |
| Other values (3) | 85 | 6.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 26 |
| Missing (%) | 3.1% |
| Memory size | 6.6 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.133583021 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4112 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
| Value | Count | Frequency (%) |
| Female | 454 | |
| Male | 347 | |
| (Missing) | 26 | 3.1% |
| Value | Count | Frequency (%) |
| female | 454 | |
| male | 347 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1255 | |
| a | 801 | |
| l | 801 | |
| F | 454 | 11.0% |
| m | 454 | 11.0% |
| M | 347 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3311 | |
| Uppercase Letter | 801 | 19.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 1255 | |
| a | 801 | |
| l | 801 | |
| m | 454 | 13.7% |
| Value | Count | Frequency (%) |
| F | 454 | |
| M | 347 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4112 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 1255 | |
| a | 801 | |
| l | 801 | |
| F | 454 | 11.0% |
| m | 454 | 11.0% |
| M | 347 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4112 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 1255 | |
| a | 801 | |
| l | 801 | |
| F | 454 | 11.0% |
| m | 454 | 11.0% |
| M | 347 | 8.4% |
| Distinct | 196 |
|---|---|
| Distinct (%) | 34.9% |
| Missing | 265 |
| Missing (%) | 32.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.87419929 |
|---|---|
| Minimum | 21.3 |
| Maximum | 57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 21.3 |
|---|---|
| 5-th percentile | 29.7 |
| Q1 | 36.8 |
| median | 39.75 |
| Q3 | 43.4 |
| 95-th percentile | 49.59 |
| Maximum | 57 |
| Range | 35.7 |
| Interquartile range (IQR) | 6.6 |
Descriptive statistics
| Standard deviation | 5.770086344 |
|---|---|
| Coefficient of variation (CV) | 0.1447072655 |
| Kurtosis | 1.083611259 |
| Mean | 39.87419929 |
| Median Absolute Deviation (MAD) | 3.25 |
| Skewness | -0.1324485362 |
| Sum | 22409.3 |
| Variance | 33.29389642 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.3 | 13 | 1.6% |
| 45 | 10 | 1.2% |
| 39.2 | 9 | 1.1% |
| 40 | 9 | 1.1% |
| 39.3 | 8 | 1.0% |
| 42 | 8 | 1.0% |
| 37.8 | 8 | 1.0% |
| 47 | 7 | 0.8% |
| 39.8 | 7 | 0.8% |
| 41.5 | 7 | 0.8% |
| Other values (186) | 476 | |
| (Missing) | 265 |
| Value | Count | Frequency (%) |
| 21.3 | 1 | |
| 21.5 | 1 | |
| 22 | 1 | |
| 22.7 | 2 | |
| 22.8 | 1 |
| Value | Count | Frequency (%) |
| 57 | 1 | 0.1% |
| 56.3 | 1 | 0.1% |
| 56 | 1 | 0.1% |
| 55 | 5 | |
| 54 | 2 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 715 |
| Missing (%) | 86.5% |
| Memory size | 6.6 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 111 | 13.4% |
| True | 1 | 0.1% |
| (Missing) | 715 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 715 |
| Missing (%) | 86.5% |
| Memory size | 6.6 KiB |
| False | |
|---|---|
| True | 6 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 106 | 12.8% |
| True | 6 | 0.7% |
| (Missing) | 715 |
| Distinct | 98 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 266 |
| Missing (%) | 32.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.36969697 |
|---|---|
| Minimum | 6.9 |
| Maximum | 18.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 6.9 |
|---|---|
| 5-th percentile | 10.2 |
| Q1 | 12.3 |
| median | 13.5 |
| Q3 | 14.5 |
| 95-th percentile | 16.5 |
| Maximum | 18.8 |
| Range | 11.9 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.850311194 |
|---|---|
| Coefficient of variation (CV) | 0.1383958962 |
| Kurtosis | 0.899847941 |
| Mean | 13.36969697 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.3065772585 |
| Sum | 7500.4 |
| Variance | 3.423651515 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.5 | 18 | 2.2% |
| 13 | 18 | 2.2% |
| 13.7 | 18 | 2.2% |
| 13.9 | 18 | 2.2% |
| 12.9 | 16 | 1.9% |
| 14.5 | 14 | 1.7% |
| 12.5 | 14 | 1.7% |
| 12.7 | 14 | 1.7% |
| 14.3 | 13 | 1.6% |
| 13.8 | 13 | 1.6% |
| Other values (88) | 405 | |
| (Missing) | 266 |
| Value | Count | Frequency (%) |
| 6.9 | 1 | |
| 7.2 | 1 | |
| 7.7 | 1 | |
| 7.8 | 1 | |
| 7.9 | 1 |
| Value | Count | Frequency (%) |
| 18.8 | 1 | |
| 18.5 | 1 | |
| 18.4 | 1 | |
| 17.6 | 2 | |
| 17.5 | 2 |
| Distinct | 169 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 654 |
| Missing (%) | 79.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.31121387 |
|---|---|
| Minimum | -0.795 |
| Maximum | 123.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | -0.795 |
|---|---|
| 5-th percentile | -0.038 |
| Q1 | 2.015 |
| median | 26.11 |
| Q3 | 41.795 |
| 95-th percentile | 95.123 |
| Maximum | 123.11 |
| Range | 123.905 |
| Interquartile range (IQR) | 39.78 |
Descriptive statistics
| Standard deviation | 30.45471737 |
|---|---|
| Coefficient of variation (CV) | 1.039012492 |
| Kurtosis | 0.9370534506 |
| Mean | 29.31121387 |
| Median Absolute Deviation (MAD) | 23.895 |
| Skewness | 1.126724323 |
| Sum | 5070.84 |
| Variance | 927.4898101 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.175 | 2 | 0.2% |
| 37.605 | 2 | 0.2% |
| 0.485 | 2 | 0.2% |
| 5.175 | 2 | 0.2% |
| 60.78 | 1 | 0.1% |
| 0.72 | 1 | 0.1% |
| 123.11 | 1 | 0.1% |
| 36.58 | 1 | 0.1% |
| 53.975 | 1 | 0.1% |
| 15.12 | 1 | 0.1% |
| Other values (159) | 159 | 19.2% |
| (Missing) | 654 |
| Value | Count | Frequency (%) |
| -0.795 | 1 | |
| -0.505 | 1 | |
| -0.39 | 1 | |
| -0.3 | 1 | |
| -0.29 | 1 |
| Value | Count | Frequency (%) |
| 123.11 | 1 | |
| 119.495 | 1 | |
| 119.205 | 1 | |
| 116.915 | 1 | |
| 114.99 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 654 |
| Missing (%) | 79.1% |
| Memory size | 6.6 KiB |
| Positive | |
|---|---|
| Negative | |
| Equivocal | 5 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.028901734 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1389 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Negative |
|---|---|
| 2nd row | Positive |
| 3rd row | Negative |
| 4th row | Positive |
| 5th row | Negative |
| Value | Count | Frequency (%) |
| Positive | 101 | 12.2% |
| Negative | 67 | 8.1% |
| Equivocal | 5 | 0.6% |
| (Missing) | 654 |
| Value | Count | Frequency (%) |
| positive | 101 | |
| negative | 67 | |
| equivocal | 5 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 274 | |
| e | 235 | |
| v | 173 | |
| t | 168 | |
| o | 106 | 7.6% |
| P | 101 | 7.3% |
| s | 101 | 7.3% |
| a | 72 | 5.2% |
| N | 67 | 4.8% |
| g | 67 | 4.8% |
| Other values (5) | 25 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1216 | |
| Uppercase Letter | 173 | 12.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 274 | |
| e | 235 | |
| v | 173 | |
| t | 168 | |
| o | 106 | 8.7% |
| s | 101 | 8.3% |
| a | 72 | 5.9% |
| g | 67 | 5.5% |
| q | 5 | 0.4% |
| u | 5 | 0.4% |
| Other values (2) | 10 | 0.8% |
| Value | Count | Frequency (%) |
| P | 101 | |
| N | 67 | |
| E | 5 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1389 |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 274 | |
| e | 235 | |
| v | 173 | |
| t | 168 | |
| o | 106 | 7.6% |
| P | 101 | 7.3% |
| s | 101 | 7.3% |
| a | 72 | 5.2% |
| N | 67 | 4.8% |
| g | 67 | 4.8% |
| Other values (5) | 25 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1389 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 274 | |
| e | 235 | |
| v | 173 | |
| t | 168 | |
| o | 106 | 7.6% |
| P | 101 | 7.3% |
| s | 101 | 7.3% |
| a | 72 | 5.2% |
| N | 67 | 4.8% |
| g | 67 | 4.8% |
| Other values (5) | 25 | 1.8% |
| Distinct | 171 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 652 |
| Missing (%) | 78.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.37014286 |
|---|---|
| Minimum | 0.185 |
| Maximum | 67.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0.185 |
|---|---|
| 5-th percentile | 1.717 |
| Q1 | 4.045 |
| median | 16.3 |
| Q3 | 36.8875 |
| 95-th percentile | 59.8105 |
| Maximum | 67.58 |
| Range | 67.395 |
| Interquartile range (IQR) | 32.8425 |
Descriptive statistics
| Standard deviation | 19.59436142 |
|---|---|
| Coefficient of variation (CV) | 0.8759157931 |
| Kurtosis | -0.8043062565 |
| Mean | 22.37014286 |
| Median Absolute Deviation (MAD) | 13.715 |
| Skewness | 0.649128354 |
| Sum | 3914.775 |
| Variance | 383.9389995 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.785 | 2 | 0.2% |
| 3.48 | 2 | 0.2% |
| 40.52 | 2 | 0.2% |
| 6.52 | 2 | 0.2% |
| 3.195 | 1 | 0.1% |
| 36.495 | 1 | 0.1% |
| 25.105 | 1 | 0.1% |
| 49.18 | 1 | 0.1% |
| 11.31 | 1 | 0.1% |
| 2.3 | 1 | 0.1% |
| Other values (161) | 161 | 19.5% |
| (Missing) | 652 |
| Value | Count | Frequency (%) |
| 0.185 | 1 | |
| 0.195 | 1 | |
| 0.815 | 1 | |
| 1.415 | 1 | |
| 1.42 | 1 |
| Value | Count | Frequency (%) |
| 67.58 | 1 | |
| 67.515 | 1 | |
| 64.095 | 1 | |
| 64.01 | 1 | |
| 63.28 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 652 |
| Missing (%) | 78.8% |
| Memory size | 6.6 KiB |
| Positive | |
|---|---|
| Negative | |
| Equivocal | 6 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.034285714 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1406 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Negative |
|---|---|
| 2nd row | Positive |
| 3rd row | Negative |
| 4th row | Positive |
| 5th row | Negative |
| Value | Count | Frequency (%) |
| Positive | 101 | 12.2% |
| Negative | 68 | 8.2% |
| Equivocal | 6 | 0.7% |
| (Missing) | 652 |
| Value | Count | Frequency (%) |
| positive | 101 | |
| negative | 68 | |
| equivocal | 6 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 276 | |
| e | 237 | |
| v | 175 | |
| t | 169 | |
| o | 107 | 7.6% |
| P | 101 | 7.2% |
| s | 101 | 7.2% |
| a | 74 | 5.3% |
| N | 68 | 4.8% |
| g | 68 | 4.8% |
| Other values (5) | 30 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1231 | |
| Uppercase Letter | 175 | 12.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 276 | |
| e | 237 | |
| v | 175 | |
| t | 169 | |
| o | 107 | 8.7% |
| s | 101 | 8.2% |
| a | 74 | 6.0% |
| g | 68 | 5.5% |
| q | 6 | 0.5% |
| u | 6 | 0.5% |
| Other values (2) | 12 | 1.0% |
| Value | Count | Frequency (%) |
| P | 101 | |
| N | 68 | |
| E | 6 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1406 |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 276 | |
| e | 237 | |
| v | 175 | |
| t | 169 | |
| o | 107 | 7.6% |
| P | 101 | 7.2% |
| s | 101 | 7.2% |
| a | 74 | 5.3% |
| N | 68 | 4.8% |
| g | 68 | 4.8% |
| Other values (5) | 30 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1406 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 276 | |
| e | 237 | |
| v | 175 | |
| t | 169 | |
| o | 107 | 7.6% |
| P | 101 | 7.2% |
| s | 101 | 7.2% |
| a | 74 | 5.3% |
| N | 68 | 4.8% |
| g | 68 | 4.8% |
| Other values (5) | 30 | 2.1% |
| Distinct | 342 |
|---|---|
| Distinct (%) | 61.1% |
| Missing | 267 |
| Missing (%) | 32.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.47339286 |
|---|---|
| Minimum | 2.9 |
| Maximum | 68.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 2.9 |
|---|---|
| 5-th percentile | 8.485 |
| Q1 | 22.575 |
| median | 33.55 |
| Q3 | 42 |
| 95-th percentile | 54.915 |
| Maximum | 68.8 |
| Range | 65.9 |
| Interquartile range (IQR) | 19.425 |
Descriptive statistics
| Standard deviation | 13.71978407 |
|---|---|
| Coefficient of variation (CV) | 0.4224930895 |
| Kurtosis | -0.5048544961 |
| Mean | 32.47339286 |
| Median Absolute Deviation (MAD) | 9.25 |
| Skewness | -0.02142260371 |
| Sum | 18185.1 |
| Variance | 188.2324751 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.8 | 7 | 0.8% |
| 39.6 | 5 | 0.6% |
| 37 | 5 | 0.6% |
| 34.6 | 5 | 0.6% |
| 19.4 | 4 | 0.5% |
| 37.9 | 4 | 0.5% |
| 34.8 | 4 | 0.5% |
| 47.2 | 4 | 0.5% |
| 36.6 | 4 | 0.5% |
| 27.3 | 4 | 0.5% |
| Other values (332) | 514 | |
| (Missing) | 267 |
| Value | Count | Frequency (%) |
| 2.9 | 1 | |
| 3.7 | 1 | |
| 3.9 | 1 | |
| 4 | 1 | |
| 4.1 | 1 |
| Value | Count | Frequency (%) |
| 68.8 | 1 | |
| 65.9 | 1 | |
| 65.3 | 1 | |
| 64.7 | 1 | |
| 64.3 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 715 |
| Missing (%) | 86.5% |
| Memory size | 6.6 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 111 | 13.4% |
| True | 1 | 0.1% |
| (Missing) | 715 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 715 |
| Missing (%) | 86.5% |
| Memory size | 6.6 KiB |
| False | |
|---|---|
| True | 5 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 107 | 12.9% |
| True | 5 | 0.6% |
| (Missing) | 715 |
| Distinct | 391 |
|---|---|
| Distinct (%) | 69.7% |
| Missing | 266 |
| Missing (%) | 32.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.30534759 |
|---|---|
| Minimum | 10.2 |
| Maximum | 91.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 10.2 |
|---|---|
| 5-th percentile | 21.2 |
| Q1 | 35.7 |
| median | 48.7 |
| Q3 | 62.9 |
| 95-th percentile | 80.7 |
| Maximum | 91.1 |
| Range | 80.9 |
| Interquartile range (IQR) | 27.2 |
Descriptive statistics
| Standard deviation | 17.95689899 |
|---|---|
| Coefficient of variation (CV) | 0.3641977973 |
| Kurtosis | -0.6867938743 |
| Mean | 49.30534759 |
| Median Absolute Deviation (MAD) | 13.4 |
| Skewness | 0.1956249689 |
| Sum | 27660.3 |
| Variance | 322.4502214 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.4 | 5 | 0.6% |
| 54.1 | 4 | 0.5% |
| 26.6 | 4 | 0.5% |
| 42.7 | 4 | 0.5% |
| 46.1 | 4 | 0.5% |
| 66 | 4 | 0.5% |
| 42.5 | 3 | 0.4% |
| 53.3 | 3 | 0.4% |
| 63.4 | 3 | 0.4% |
| 41.6 | 3 | 0.4% |
| Other values (381) | 524 | |
| (Missing) | 266 |
| Value | Count | Frequency (%) |
| 10.2 | 1 | |
| 11 | 1 | |
| 11.2 | 1 | |
| 13.9 | 1 | |
| 14.6 | 1 |
| Value | Count | Frequency (%) |
| 91.1 | 1 | |
| 90.3 | 2 | |
| 89.1 | 1 | |
| 88.9 | 1 | |
| 88.2 | 1 |
| Distinct | 99 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 713 |
| Missing (%) | 86.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5407925461 |
|---|---|
| Minimum | 803.57 |
| Maximum | 1.36429 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 803.57 |
|---|---|
| 5-th percentile | 3828.85 |
| Q1 | 556428.6786 |
| median | 22071428.79 |
| Q3 | 634285714.2 |
| 95-th percentile | 2.720714296 × 1010 |
| Maximum | 1.36429 × 1011 |
| Range | 1.364289992 × 1011 |
| Interquartile range (IQR) | 633729285.5 |
Descriptive statistics
| Standard deviation | 2.096683474 × 1010 |
|---|---|
| Coefficient of variation (CV) | 3.877056903 |
| Kurtosis | 27.65671495 |
| Mean | 5407925461 |
| Median Absolute Deviation (MAD) | 22069916.5 |
| Skewness | 5.120377362 |
| Sum | 6.165035026 × 1011 |
| Variance | 4.396081589 × 1020 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 9500000 | 2 | 0.2% |
| 3778571429 | 2 | 0.2% |
| 2950000000 | 2 | 0.2% |
| 9714 | 2 | 0.2% |
| 1414285714 | 2 | 0.2% |
| 4921428571 | 2 | 0.2% |
| 16000 | 2 | 0.2% |
| 7.285714286 × 1010 | 2 | 0.2% |
| 1.685714286 × 1010 | 2 | 0.2% |
| 8000000000 | 2 | 0.2% |
| Other values (89) | 94 | 11.4% |
| (Missing) | 713 |
| Value | Count | Frequency (%) |
| 803.57 | 1 | |
| 2221 | 1 | |
| 2221.428571 | 1 | |
| 3089 | 1 | |
| 3089.29 | 1 |
| Value | Count | Frequency (%) |
| 1.36429 × 1011 | 1 | |
| 1.364285714 × 1011 | 1 | |
| 7.285714286 × 1010 | 2 | |
| 4.642857172 × 1010 | 1 | |
| 4.642857172 × 1010 | 1 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 17 |
| Missing (%) | 2.1% |
| Memory size | 6.6 KiB |
| <LOD | |
|---|---|
| DENV-2 | |
| DENV-1 | |
| DENV-3 | |
| DENV-4 | 26 |
| Other values (3) |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 5.564197531 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4507 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DENV-2 |
|---|---|
| 2nd row | DENV-2 |
| 3rd row | DENV-2 |
| 4th row | DENV-2 |
| 5th row | DENV-2 |
| Value | Count | Frequency (%) |
| <LOD | 292 | |
| DENV-2 | 220 | |
| DENV-1 | 197 | |
| DENV-3 | 42 | 5.1% |
| DENV-4 | 26 | 3.1% |
| DENV-1,DENV-2 | 15 | 1.8% |
| DENV-1,DENV-4 | 10 | 1.2% |
| DENV-1,DENV-3 | 8 | 1.0% |
| (Missing) | 17 | 2.1% |
| Value | Count | Frequency (%) |
| lod | 292 | |
| denv-2 | 220 | |
| denv-1 | 197 | |
| denv-3 | 42 | 5.2% |
| denv-4 | 26 | 3.2% |
| denv-1,denv-2 | 15 | 1.9% |
| denv-1,denv-4 | 10 | 1.2% |
| denv-1,denv-3 | 8 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 843 | |
| E | 551 | |
| N | 551 | |
| V | 551 | |
| - | 551 | |
| < | 292 | 6.5% |
| L | 292 | 6.5% |
| O | 292 | 6.5% |
| 2 | 235 | 5.2% |
| 1 | 230 | 5.1% |
| Other values (3) | 119 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3080 | |
| Dash Punctuation | 551 | 12.2% |
| Decimal Number | 551 | 12.2% |
| Math Symbol | 292 | 6.5% |
| Other Punctuation | 33 | 0.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| D | 843 | |
| E | 551 | |
| N | 551 | |
| V | 551 | |
| L | 292 | 9.5% |
| O | 292 | 9.5% |
| Value | Count | Frequency (%) |
| 2 | 235 | |
| 1 | 230 | |
| 3 | 50 | 9.1% |
| 4 | 36 | 6.5% |
| Value | Count | Frequency (%) |
| - | 551 |
| Value | Count | Frequency (%) |
| < | 292 |
| Value | Count | Frequency (%) |
| , | 33 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3080 | |
| Common | 1427 |
Most frequent character per script
| Value | Count | Frequency (%) |
| - | 551 | |
| < | 292 | |
| 2 | 235 | |
| 1 | 230 | |
| 3 | 50 | 3.5% |
| 4 | 36 | 2.5% |
| , | 33 | 2.3% |
| Value | Count | Frequency (%) |
| D | 843 | |
| E | 551 | |
| N | 551 | |
| V | 551 | |
| L | 292 | 9.5% |
| O | 292 | 9.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4507 |
Most frequent character per block
| Value | Count | Frequency (%) |
| D | 843 | |
| E | 551 | |
| N | 551 | |
| V | 551 | |
| - | 551 | |
| < | 292 | 6.5% |
| L | 292 | 6.5% |
| O | 292 | 6.5% |
| 2 | 235 | 5.2% |
| 1 | 230 | 5.1% |
| Other values (3) | 119 | 2.6% |
petechiae
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 955.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 414 | |
| True | 413 |
| Distinct | 324 |
|---|---|
| Distinct (%) | 55.3% |
| Missing | 241 |
| Missing (%) | 29.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.2498294 |
|---|---|
| Minimum | 6 |
| Maximum | 405 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 42.13333333 |
| median | 88.925 |
| Q3 | 156 |
| 95-th percentile | 289.75 |
| Maximum | 405 |
| Range | 399 |
| Interquartile range (IQR) | 113.8666667 |
Descriptive statistics
| Standard deviation | 88.82342724 |
|---|---|
| Coefficient of variation (CV) | 0.7984140538 |
| Kurtosis | 0.6343433783 |
| Mean | 111.2498294 |
| Median Absolute Deviation (MAD) | 54.65 |
| Skewness | 1.095532639 |
| Sum | 65192.4 |
| Variance | 7889.601226 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 47 | 6 | 0.7% |
| 116 | 6 | 0.7% |
| 24 | 6 | 0.7% |
| 64 | 5 | 0.6% |
| 112 | 5 | 0.6% |
| 30 | 5 | 0.6% |
| 48 | 5 | 0.6% |
| 23 | 5 | 0.6% |
| 49 | 5 | 0.6% |
| 19 | 5 | 0.6% |
| Other values (314) | 533 | |
| (Missing) | 241 |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.1% |
| 7 | 2 | |
| 8 | 1 | 0.1% |
| 9 | 4 | |
| 9.2 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 405 | 1 | |
| 398 | 1 | |
| 395 | 1 | |
| 386 | 1 | |
| 381 | 2 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 262 |
| Missing (%) | 31.7% |
| Memory size | 6.6 KiB |
| 13 | |
|---|---|
| 14 | |
| 15 | 30 |
| 12 | 30 |
| Other values (10) |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.403539823 |
| Min length | 1 |
Characters and Unicode
| Total characters | 793 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | |
|---|---|
| 2nd row | 14 |
| 3rd row | |
| 4th row | |
| 5th row | 13 |
| Value | Count | Frequency (%) |
| 337 | ||
| 13 | 74 | 8.9% |
| 14 | 45 | 5.4% |
| 15 | 30 | 3.6% |
| 12 | 30 | 3.6% |
| 16 | 17 | 2.1% |
| 17 | 10 | 1.2% |
| 11 | 7 | 0.8% |
| 18 | 6 | 0.7% |
| 19 | 4 | 0.5% |
| Other values (5) | 5 | 0.6% |
| (Missing) | 262 |
| Value | Count | Frequency (%) |
| 13 | 74 | |
| 14 | 45 | |
| 15 | 30 | |
| 12 | 30 | |
| 16 | 17 | 7.5% |
| 17 | 10 | 4.4% |
| 11 | 7 | 3.1% |
| 18 | 6 | 2.6% |
| 19 | 4 | 1.8% |
| 22 | 1 | 0.4% |
| Other values (4) | 4 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 337 | ||
| 1 | 231 | |
| 3 | 74 | 9.3% |
| 4 | 46 | 5.8% |
| 2 | 36 | 4.5% |
| 5 | 31 | 3.9% |
| 6 | 17 | 2.1% |
| 7 | 11 | 1.4% |
| 8 | 6 | 0.8% |
| 9 | 4 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 456 | |
| Space Separator | 337 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 231 | |
| 3 | 74 | 16.2% |
| 4 | 46 | 10.1% |
| 2 | 36 | 7.9% |
| 5 | 31 | 6.8% |
| 6 | 17 | 3.7% |
| 7 | 11 | 2.4% |
| 8 | 6 | 1.3% |
| 9 | 4 | 0.9% |
| Value | Count | Frequency (%) |
| 337 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 793 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 337 | ||
| 1 | 231 | |
| 3 | 74 | 9.3% |
| 4 | 46 | 5.8% |
| 2 | 36 | 4.5% |
| 5 | 31 | 3.9% |
| 6 | 17 | 2.1% |
| 7 | 11 | 1.4% |
| 8 | 6 | 0.8% |
| 9 | 4 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 793 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 337 | ||
| 1 | 231 | |
| 3 | 74 | 9.3% |
| 4 | 46 | 5.8% |
| 2 | 36 | 4.5% |
| 5 | 31 | 3.9% |
| 6 | 17 | 2.1% |
| 7 | 11 | 1.4% |
| 8 | 6 | 0.8% |
| 9 | 4 | 0.5% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 757 |
| Missing (%) | 91.5% |
| Memory size | 6.6 KiB |
| Probably secondary | |
|---|---|
| Inconclusive | |
| Probably primary |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 16.45714286 |
| Min length | 12 |
Characters and Unicode
| Total characters | 1152 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Inconclusive |
|---|---|
| 2nd row | Inconclusive |
| 3rd row | Probably secondary |
| 4th row | Probably secondary |
| 5th row | Probably secondary |
| Value | Count | Frequency (%) |
| Probably secondary | 46 | 5.6% |
| Inconclusive | 15 | 1.8% |
| Probably primary | 9 | 1.1% |
| (Missing) | 757 |
| Value | Count | Frequency (%) |
| probably | 55 | |
| secondary | 46 | |
| inconclusive | 15 | 12.0% |
| primary | 9 | 7.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 119 | |
| o | 116 | |
| b | 110 | |
| a | 110 | |
| y | 110 | |
| n | 76 | 6.6% |
| c | 76 | 6.6% |
| l | 70 | 6.1% |
| s | 61 | 5.3% |
| e | 61 | 5.3% |
| Other values (9) | 243 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1027 | |
| Uppercase Letter | 70 | 6.1% |
| Space Separator | 55 | 4.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 119 | |
| o | 116 | |
| b | 110 | |
| a | 110 | |
| y | 110 | |
| n | 76 | |
| c | 76 | |
| l | 70 | |
| s | 61 | |
| e | 61 | |
| Other values (6) | 118 |
| Value | Count | Frequency (%) |
| P | 55 | |
| I | 15 | 21.4% |
| Value | Count | Frequency (%) |
| 55 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1097 | |
| Common | 55 | 4.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| r | 119 | |
| o | 116 | |
| b | 110 | |
| a | 110 | |
| y | 110 | |
| n | 76 | |
| c | 76 | |
| l | 70 | 6.4% |
| s | 61 | 5.6% |
| e | 61 | 5.6% |
| Other values (8) | 188 |
| Value | Count | Frequency (%) |
| 55 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1152 |
Most frequent character per block
| Value | Count | Frequency (%) |
| r | 119 | |
| o | 116 | |
| b | 110 | |
| a | 110 | |
| y | 110 | |
| n | 76 | 6.6% |
| c | 76 | 6.6% |
| l | 70 | 6.1% |
| s | 61 | 5.3% |
| e | 61 | 5.3% |
| Other values (9) | 243 |
shock
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 955.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 521 | |
| True | 306 |
shock_multiple
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 955.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 728 | |
| True | 99 | 12.0% |
| Distinct | 115 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 266 |
| Missing (%) | 32.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.340463458 |
|---|---|
| Minimum | 1.1 |
| Maximum | 24.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 3.3 |
| median | 4.9 |
| Q3 | 6.8 |
| 95-th percentile | 10 |
| Maximum | 24.2 |
| Range | 23.1 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.814164263 |
|---|---|
| Coefficient of variation (CV) | 0.5269513189 |
| Kurtosis | 4.842007705 |
| Mean | 5.340463458 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | 1.504701352 |
| Sum | 2996 |
| Variance | 7.919520499 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.6 | 13 | 1.6% |
| 3.6 | 13 | 1.6% |
| 4.5 | 13 | 1.6% |
| 6.1 | 12 | 1.5% |
| 4.1 | 12 | 1.5% |
| 2.5 | 12 | 1.5% |
| 4.3 | 12 | 1.5% |
| 5.6 | 11 | 1.3% |
| 3.2 | 11 | 1.3% |
| 2.8 | 11 | 1.3% |
| Other values (105) | 441 | |
| (Missing) | 266 |
| Value | Count | Frequency (%) |
| 1.1 | 5 | |
| 1.2 | 3 | |
| 1.3 | 4 | |
| 1.4 | 4 | |
| 1.5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 24.2 | 1 | |
| 17.4 | 1 | |
| 17.1 | 1 | |
| 16.3 | 1 | |
| 15.8 | 1 |
| Distinct | 36 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 37 |
| Missing (%) | 4.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.47848101 |
|---|---|
| Minimum | 28 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 42 |
| median | 48 |
| Q3 | 55 |
| 95-th percentile | 72 |
| Maximum | 99 |
| Range | 71 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 11.47693638 |
|---|---|
| Coefficient of variation (CV) | 0.2273629505 |
| Kurtosis | 2.139742517 |
| Mean | 50.47848101 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.110419022 |
| Sum | 39878 |
| Variance | 131.7200687 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 72 | 8.7% |
| 42 | 59 | 7.1% |
| 40 | 58 | 7.0% |
| 50 | 57 | 6.9% |
| 55 | 48 | 5.8% |
| 48 | 43 | 5.2% |
| 47 | 42 | 5.1% |
| 70 | 40 | 4.8% |
| 54 | 35 | 4.2% |
| 46 | 27 | 3.3% |
| Other values (26) | 309 | |
| (Missing) | 37 | 4.5% |
| Value | Count | Frequency (%) |
| 28 | 10 | |
| 30 | 10 | |
| 34 | 9 | |
| 36 | 18 | |
| 37 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 99 | 8 | |
| 75 | 8 | |
| 74 | 10 | |
| 73 | 8 | |
| 72 | 7 |
| Distinct | 129 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 26 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.95131086 |
|---|---|
| Minimum | -238 |
| Maximum | 324 |
| Zeros | 88 |
| Zeros (%) | 10.6% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | -238 |
|---|---|
| 5-th percentile | -49 |
| Q1 | 0 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 152 |
| Maximum | 324 |
| Range | 562 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 59.95816355 |
|---|---|
| Coefficient of variation (CV) | 3.537081235 |
| Kurtosis | 7.496124999 |
| Mean | 16.95131086 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.000215072 |
| Sum | 13578 |
| Variance | 3594.981376 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 88 | 10.6% |
| 2 | 71 | 8.6% |
| 3 | 70 | 8.5% |
| 1 | 59 | 7.1% |
| 4 | 58 | 7.0% |
| 5 | 58 | 7.0% |
| 6 | 58 | 7.0% |
| -1 | 45 | 5.4% |
| 7 | 23 | 2.8% |
| 8 | 20 | 2.4% |
| Other values (119) | 251 | |
| (Missing) | 26 | 3.1% |
| Value | Count | Frequency (%) |
| -238 | 1 | 0.1% |
| -177 | 1 | 0.1% |
| -151 | 1 | 0.1% |
| -149 | 3 | |
| -147 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 324 | 1 | |
| 323 | 1 | |
| 294 | 1 | |
| 293 | 1 | |
| 289 | 1 |
| Distinct | 131 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 26 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.8227216 |
|---|---|
| Minimum | -238 |
| Maximum | 325 |
| Zeros | 88 |
| Zeros (%) | 10.6% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | -238 |
|---|---|
| 5-th percentile | -47 |
| Q1 | 1 |
| median | 4 |
| Q3 | 8 |
| 95-th percentile | 152 |
| Maximum | 325 |
| Range | 563 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 59.97512845 |
|---|---|
| Coefficient of variation (CV) | 3.365093716 |
| Kurtosis | 7.487720442 |
| Mean | 17.8227216 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.99595503 |
| Sum | 14276 |
| Variance | 3597.016033 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 88 | 10.6% |
| 3 | 77 | 9.3% |
| 1 | 70 | 8.5% |
| 4 | 67 | 8.1% |
| 2 | 66 | 8.0% |
| 5 | 55 | 6.7% |
| 7 | 52 | 6.3% |
| 6 | 51 | 6.2% |
| 9 | 23 | 2.8% |
| 8 | 17 | 2.1% |
| Other values (121) | 235 | |
| (Missing) | 26 | 3.1% |
| Value | Count | Frequency (%) |
| -238 | 1 | 0.1% |
| -177 | 1 | 0.1% |
| -151 | 1 | 0.1% |
| -148 | 3 | |
| -147 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 325 | 1 | |
| 324 | 1 | |
| 295 | 1 | |
| 294 | 1 | |
| 289 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| study_no | date | age | albumin | alt | aptt | ast | bleeding | bleeding_gum | bleeding_nose | bleeding_severity | bleeding_vaginal | bruising | creatinine | echymose | echymosis | event_serology | fibrinogen | gender | haematocrit_percent | hematemesis | hematoma | hemoglobin | igg | igg_interpretation | igm | igm_interpretation | lymphocytes_percent | meche | melaena | neutrophils_percent | pcr_dengue_load | pcr_dengue_serotype | petechiae | plt | pt | serology_interpretation | shock | shock_multiple | wbc | weight | day_from_enrolment | day_from_admission | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2010-12-09 | 22.0 | NaN | NaN | NaN | True | False | False | NaN | True | False | NaN | NaN | NaN | NaN | Female | 37.1 | NaN | NaN | 13.0 | NaN | NaN | NaN | NaN | 13.2 | NaN | NaN | 74.6 | NaN | DENV-2 | False | 123.00 | NaN | False | False | 3.6 | 45.0 | -89.0 | -88.0 | |||
| 1 | 1 | 2010-12-10 | 22.0 | NaN | NaN | 33.2 | NaN | True | False | False | NaN | True | False | NaN | NaN | NaN | NaN | 4 | Female | 37.7 | NaN | NaN | 13.4 | NaN | NaN | NaN | NaN | 16.8 | NaN | NaN | 72.5 | NaN | DENV-2 | False | 116.00 | 14 | NaN | False | False | 4.3 | 45.0 | -59.0 | -58.0 |
| 2 | 1 | 2010-12-11 | 22.0 | NaN | NaN | NaN | True | False | False | NaN | True | False | NaN | NaN | NaN | NaN | Female | 36.8 | NaN | NaN | 12.9 | NaN | NaN | NaN | NaN | 19.7 | NaN | NaN | 71.6 | NaN | DENV-2 | False | 108.00 | NaN | False | False | 2.4 | 45.0 | -28.0 | -27.0 | |||
| 3 | 1 | 2010-12-09 | 22.0 | NaN | NaN | NaN | NaN | NaN | False | False | NaN | True | False | NaN | NaN | NaN | NaN | NaN | Female | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | DENV-2 | False | NaN | NaN | NaN | False | False | NaN | 45.0 | -1.0 | 0.0 |
| 4 | 1 | 2010-12-10 | 22.0 | NaN | NaN | 36.2 | NaN | True | False | False | 3.0 | True | False | NaN | False | False | NaN | 3.7 | Female | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | 576428571.4 | DENV-2 | False | 37.15 | NaN | NaN | False | False | NaN | 45.0 | 0.0 | 1.0 |
| 5 | 1 | 2010-12-12 | 22.0 | NaN | NaN | NaN | True | False | False | NaN | True | False | NaN | NaN | NaN | NaN | Female | 33.7 | NaN | NaN | 12.2 | NaN | NaN | NaN | NaN | 18.7 | NaN | NaN | 59.5 | NaN | DENV-2 | False | 77.00 | NaN | False | False | 2.0 | 45.0 | 2.0 | 3.0 | |||
| 6 | 1 | 2010-12-13 | 22.0 | NaN | NaN | 36.2 | NaN | True | False | False | NaN | True | False | NaN | NaN | NaN | True | 3.7 | Female | 34.3 | NaN | NaN | 12.7 | 1.025 | Negative | 3.79 | Negative | 17.2 | NaN | NaN | 52.3 | 576428571.0 | DENV-2 | False | 60.00 | 13 | NaN | False | False | 2.4 | 45.0 | 3.0 | 4.0 |
| 7 | 1 | 2010-12-14 | 22.0 | NaN | NaN | NaN | True | False | False | NaN | True | False | NaN | NaN | NaN | NaN | Female | 34.2 | NaN | NaN | 12.4 | NaN | NaN | NaN | NaN | 23.3 | NaN | NaN | 38.3 | NaN | DENV-2 | False | 64.00 | NaN | False | False | 3.1 | 45.0 | 4.0 | 5.0 | |||
| 8 | 1 | 2010-12-16 | 22.0 | NaN | NaN | NaN | NaN | NaN | False | False | NaN | True | False | NaN | NaN | NaN | True | NaN | Female | NaN | NaN | NaN | NaN | 37.900 | Positive | 54.51 | Positive | NaN | NaN | NaN | NaN | NaN | DENV-2 | False | NaN | NaN | Inconclusive | False | False | NaN | 45.0 | 6.0 | 7.0 |
| 9 | 2 | 2010-12-09 | 24.0 | NaN | NaN | NaN | False | False | False | NaN | False | False | NaN | NaN | NaN | NaN | Female | 33.0 | NaN | NaN | 12.2 | NaN | NaN | NaN | NaN | 7.5 | NaN | NaN | 84.4 | NaN | DENV-4 | False | 127.00 | NaN | False | False | 3.6 | 34.0 | -89.0 | -88.0 |
Last rows
| study_no | date | age | albumin | alt | aptt | ast | bleeding | bleeding_gum | bleeding_nose | bleeding_severity | bleeding_vaginal | bruising | creatinine | echymose | echymosis | event_serology | fibrinogen | gender | haematocrit_percent | hematemesis | hematoma | hemoglobin | igg | igg_interpretation | igm | igm_interpretation | lymphocytes_percent | meche | melaena | neutrophils_percent | pcr_dengue_load | pcr_dengue_serotype | petechiae | plt | pt | serology_interpretation | shock | shock_multiple | wbc | weight | day_from_enrolment | day_from_admission | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 817 | 207 | 2011-05-16 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 818 | 208 | 2011-05-24 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 819 | 209 | 2011-06-01 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 820 | 210 | 2011-06-03 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 821 | 211 | 2011-06-07 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 822 | 221 | 2011-04-11 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | True | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 823 | 222 | 2011-04-11 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 824 | 223 | 2011-04-22 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 825 | 224 | 2011-05-04 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | True | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |
| 826 | 225 | 2011-05-30 | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | False | NaN | False | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN | NaN | NaN | False | False | NaN | NaN | NaN | False | NaN | NaN | NaN | False | False | NaN | NaN | NaN | NaN |